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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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3 results for “wariness”

Wariness and Poverty Trapsq-fin.CP

Wariness affects poverty traps and equilibrium diversity in economic models.

problem The impact of wariness on poverty traps and equilibrium diversity in economic models.

method An overlapping generations model to explore the effects of wariness on poverty traps and equilibrium diversity.

result Wariness can amplify or mitigate the likelihood of poverty traps and can lead to multiple intertemporal equilibria.

wariness poverty traps overlapping generations equilibrium diversity economic models

2025-10-16abs ↗pdf ↗

Don't Forget Your Teacher: A Corrective Reinforcement Learning Frameworkcs.LG

Although reinforcement learning (RL) can provide reliable solutions in many settings, practitioners are often wary of the discrepancies between the RL solution and their status quo procedures. Therefore, they may be reluctant to adapt to the novel way of executing tasks proposed by RL. On the other hand, many real-worl…

2019-05-30abs ↗pdf ↗

An Empirical Comparison of GANs and Normalizing Flows for Density Estimationcs.LG

GANs struggle with density estimation on simple datasets, while normalizing flows perform well.

problem Comparing GANs and normalizing flows for density estimation on non-image data.

method An extensive grid search over GAN architectures, hyperparameters, and training procedures; comparison on low-dimensional synthetic datasets.

result Normalizing flows outperform GANs in density estimation, especially in terms of Wasserstein distance.

GANs normalizing flows density estimation Wasserstein distance statistical modeling

2020-06-17abs ↗pdf ↗